India’s job paradox - Between employment claims and ground realities

When the Government of India recently claimed that nearly 17 crore employment opportunities were generated in the last five years, the announcement stirred equal parts optimism and scepticism. On the surface, the figure seems to indicate a remarkable economic revival after the pandemic years. Yet, beneath the sheen of statistics lies a more complex story, one of shifting labour patterns, informalisation, and uneven economic recovery.

Employment has always been a political barometer in India. Each regime seeks to portray itself as a builder of livelihoods, not just infrastructure. But the definition of “jobs created” remains slippery. Do these 17 crore include self-employed individuals, gig workers, and part-time earners? Or are they formal wage jobs with social security and stability? The answer determines whether this is a story of empowerment or of survival.

A shifting labour market

India’s demographic structure is both its greatest opportunity and its biggest pressure point. Every month, nearly one million young Indians enter the job market. This makes employment generation not just an economic objective but a national necessity. Yet, the structure of employment has changed dramatically in recent years. According to the Periodic Labour Force Survey (PLFS), overall unemployment rates have slightly declined since 2019. However, much of this improvement is driven by a surge in self-employment and casual labour, not in salaried positions. Over 52% of India’s workforce is now self-employed, a category that includes small traders, farmers, and gig workers. For many, self-employment is not a choice but a compulsion born out of lack of formal opportunities.

The rise of the Gig Economy

One of the most visible trends is the growth of platform-based work delivery, ride-sharing, and freelance services. Start-ups and digital platforms have expanded rapidly, employing millions. Yet these jobs, while flexible, often come without job security, insurance, or pensions. The line between employment and exploitation has blurred. India’s much-touted digital transformation has indeed opened doors, but mostly for urban youth with access to smartphones and data. Rural and semi-urban areas, where traditional agriculture still sustains families, have witnessed only marginal gains from the digital economy. The promise of the “new economy” remains unevenly distributed.

Manufacturing and the elusive promise of mass jobs

When “Make in India” was launched in 2014, it was envisioned as a pathway to mass employment akin to what manufacturing achieved for East Asia. But despite some growth in electronics and automobile sectors, India’s manufacturing share in GDP has stubbornly hovered around 15-17%. Automation and global competition have limited job intensity. Factories today employ far fewer workers than those of the 1990s. The mismatch between skills and available jobs continues to haunt both employers and job seekers. Vocational training schemes, though expanded, have yet to achieve real alignment with market needs.

Agriculture and the hidden underemployment

More than 43% of Indians still depend on agriculture for livelihood, even though the sector contributes less than 18% to GDP. The government’s employment claim includes a significant number of people working in agriculture but much of this is disguised unemployment, where too many hands chase too little work. Rural employment schemes like MGNREGA remain vital, absorbing millions during lean agricultural months. Yet, instead of being a temporary safety net, they have become a permanent fallback for rural distress. The stagnation in manufacturing and construction means that the rural workforce has fewer exit routes.

The women question

Perhaps the most striking aspect of India’s employment puzzle is the low female labour force participation rate, which hovers around 25%. Social norms, safety concerns, and the unpaid care burden continue to restrict women’s economic participation. Ironically, many women were pushed into informal work during the pandemic, only to withdraw again when conditions marginally improved. Without women’s participation, India’s demographic dividend risks becoming a demographic burden.

Data and definitions - The fog around employment

The government bases its claims on a mix of EPFO registrations, e-Shram data, PMEGP, Mudra loans, and PLFS estimates. But each of these datasets captures only a fragment of the labour market. For instance, EPFO accounts often reflect people switching jobs, not necessarily new job creation. Similarly, a Mudra loan disbursed to a street vendor doesn’t automatically mean a sustainable livelihood has been created.

India’s statistical apparatus has improved but remains fragmented. Independent labour economists warn against equating employment opportunities with quality employment. The real question is not how many jobs are created, but how many are productive, formal, and adequately remunerated.

Global factors and domestic pressures

The global slowdown, wars in Europe and the Middle East, and the rise of protectionism have reduced export demand hitting labour-intensive sectors like textiles, leather, and gems. At the same time, AI-driven automation is reducing the need for low-skilled workers worldwide.

India’s response has been to boost public infrastructure spending, which creates short-term jobs but not long-term employment ecosystems. The challenge now is structural to transition from consumption-driven to production-driven growth.

The way forward - Beyond numbers

To truly address employment, India needs a multi-pronged strategy.

1. Labour-intensive manufacturing must be incentivised through simplified regulations and global value chain integration.

2. Skill development should focus on adaptability, not rote training.

3. Formalisation of the workforce, with social security coverage, should be accelerated.

4. Women’s participation requires both policy and social change childcare support, flexible work, and safer public spaces.

5. Agriculture diversification and agri-entrepreneurship can absorb rural youth if backed by credit and market access.

Employment is not merely a statistic; it is the foundation of social stability and democratic legitimacy. The claim of 17 crore jobs might be politically attractive, but India’s real employment story is far more nuanced: a story of millions striving not just for work, but for dignity, security, and a future worth labouring for.